SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound

16 December 2016

Christian F. Baumgartner

Konstantinos Kamnitsas

Papers citing "SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound"

50 / 81 papers shown

Title
Determining Fetal Orientations From Blind Sweep Ultrasound Video Jakub Maciej Wiśniewski Anders Christensen Mary Ngo M. Tolsgaard Chun Kit Wong 21 0 0 09 Apr 2025
TagGAN: A Generative Model for Data Tagging Muhammad Nawaz Basma Nasir Tehseen Zia Zawar Hussain Catarina Moreira GAN MedIm 54 0 0 25 Feb 2025
Standardisation of Convex Ultrasound Data Through Geometric Analysis and Augmentation Alistair Weld Giovanni Faoro L. Dixon Sophie Camp Arianna Menciassi Stamatia Giannarou 103 1 0 13 Feb 2025
Efficient Feature Extraction Using Light-Weight CNN Attention-Based Deep Learning Architectures for Ultrasound Fetal Plane Classification Arrun Sivasubramanian Divya Sasidharan Sowmya V Vinayakumar Ravi 30 0 0 22 Oct 2024
PSFHS Challenge Report: Pubic Symphysis and Fetal Head Segmentation from Intrapartum Ultrasound Images Jieyun Bai Zihao Zhou Zhanhong Ou Gregor Koehler Raphael Stock ... Mei Zhong Gaowen Chen Víctor M. Campello Yaosheng Lu Karim Lekadir 34 6 0 17 Sep 2024
Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation Qianhui Men Xiaoqing Guo A. Papageorghiou J. A. Noble 3DH MedIm 42 0 0 19 Aug 2024
MMSummary: Multimodal Summary Generation for Fetal Ultrasound Video Xiaoqing Guo Qianhui Men J. A. Noble 48 0 0 07 Aug 2024
Unsupervised Detection of Fetal Brain Anomalies using Denoising Diffusion Models Markus Ditlev Sjøgren Olsen Jakob Ambsdorf Manxi Lin C. Taksøe-Vester M. B. S. Svendsen Anders Christensen Mads Nielsen M. Tolsgaard Aasa Feragen Paraskevas Pegios DiffM MedIm 50 0 0 07 Aug 2024
Leveraging Self-Supervised Learning for Fetal Cardiac Planes Classification using Ultrasound Scan Videos Joseph Geo Benjamin Mothilal Asokan Amna Alhosani Hussain Alasmawi Werner Gerhard Diehl Leanne Bricker Karthik Nandakumar Mohammad Yaqub 34 0 0 31 Jul 2024
Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals Susu Sun S. Woerner Andreas Maier Lisa M. Koch Christian F. Baumgartner FAtt 27 1 0 08 Jun 2024
Measuring proximity to standard planes during fetal brain ultrasound scanning Chiara Di Vece Antonio Cirigliano Meala Le Lous Raffaele Napolitano Anna L. David Donald Peebles Pierre Jannin Francisco Vasconcelos Danail Stoyanov 21 1 0 10 Apr 2024
Deployment of Deep Learning Model in Real World Clinical Setting: A Case Study in Obstetric Ultrasound Chun Kit Wong Mary Ngo Manxi Lin Zahra Bashir Amihai Heen M. B. S. Svendsen M. Tolsgaard Anders Christensen Aasa Feragen 20 1 0 22 Mar 2024
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment Paraskevas Pegios Manxi Lin Nina Weng M. B. S. Svendsen Zahra Bashir Siavash Bigdeli Anders Christensen M. Tolsgaard Aasa Feragen MedIm 63 5 0 13 Mar 2024
Machine Learning in Robotic Ultrasound Imaging: Challenges and Perspectives Yuanwei Bi Zhongliang Jiang Felix Duelmer Dianye Huang Nassir Navab 44 18 0 04 Jan 2024
View Classification and Object Detection in Cardiac Ultrasound to Localize Valves via Deep Learning Derya Gol Gungor B. Rao C. Wolverton I. Guracar 11 3 0 31 Oct 2023
Deep Reinforcement Learning in Surgical Robotics: Enhancing the Automation Level Cheng Qian Hongliang Ren 16 3 0 02 Sep 2023
DefCor-Net: Physics-Aware Ultrasound Deformation Correction Zhongliang Jiang Yue Zhou Dongliang Cao Nassir Navab 30 11 0 07 Aug 2023
Robotic Ultrasound Imaging: State-of-the-Art and Future Perspectives Zhongliang Jiang Septimiu E. Salcudeanb Nassir Navab 35 85 0 08 Jul 2023
Intelligent Robotic Sonographer: Mutual Information-based Disentangled Reward Learning from Few Demonstrations Zhongliang Jiang Yuanwei Bi Mingchuan Zhou Ying Hu Michael G. Burke and Nassir Navab 24 20 0 07 Jul 2023
Efficient 3-D Near-Field MIMO-SAR Imaging for Irregular Scanning Geometries Sai Gurrapu Md. Nazmul Kabir Sikder 27 48 0 03 May 2023
Ultrasound Plane Pose Regression: Assessing Generalized Pose Coordinates in the Fetal Brain Chiara Di Vece M. L. Lous B. Dromey Francisco Vasconcelos A. David Donald Peebles Danail Stoyanov 26 4 0 19 Jan 2023
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning Yixiong Chen Chunhui Zhang C. Ding Li Liu 34 14 0 08 Dec 2022
Ultrasound Detection of Subquadricipital Recess Distension Marco Colussi Gabriele Civitarese D. Ahmetovic Claudio Bettini R. Gualtierotti F. Peyvandi S. Mascetti 25 4 0 22 Nov 2022
Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries Carla Sendra-Balcells Víctor M. Campello J. Torrents-Barrena Yahya Ali Ahmed Mustafa Elattar ... E. Bonet E. Eixarch K. Mikolaj M. Tolsgaard Karim Lekadir 26 25 0 20 Sep 2022
Adaptive 3D Localization of 2D Freehand Ultrasound Brain Images P. Yeung M. Aliasi Monique C. Haak the INTERGROWTH-21st Consortium Weidi Xie A. Namburete MedIm 37 8 0 12 Sep 2022
Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound Zeyu Fu Jianbo Jiao R. Yasrab L. Drukker A. Papageorghiou J. A. Noble 21 15 0 22 Aug 2022
Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning Qianhui Men Clare Teng L. Drukker A. Papageorghiou A. Noble 35 8 0 26 Jul 2022
Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-View V. Zimmer A. Gómez E. Skelton Robert Wright G. Wheeler ... Jacqueline Matthew Bernhard Kainz Daniel Rueckert Joseph V. Hajnal Julia A. Schnabel 35 22 0 29 Jun 2022
Metrics reloaded: Recommendations for image analysis validation Lena Maier-Hein Annika Reinke Patrick Godau M. Tizabi Florian Buettner ... Aleksei Tiulpin Sotirios A. Tsaftaris Ben Van Calster Gaël Varoquaux Paul F. Jäger 34 218 0 03 Jun 2022
Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements Szymon Płotka Adam Klasa Aneta Lisowska Joanna Seliga-Siwecka M. Lipa Tomasz Trzciñski Arkadiusz Sitek 34 33 0 27 May 2022
VesNet-RL: Simulation-based Reinforcement Learning for Real-World US Probe Navigation Yuanwei Bi Zhongliang Jiang Yuan Gao T. Wendler A. Karlas Nassir Navab 24 35 0 10 May 2022
A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis M. C. Fiorentino Francesca Pia Villani M. D. Cosmo Emanuele Frontoni S. Moccia 21 101 0 28 Jan 2022
A Cognitive Explainer for Fetal ultrasound images classifier Based on Medical Concepts Ying-Shuai Wanga Yunxia Liua Licong Dongc Xuzhou Wua Huabin Zhangb Qiongyu Yed Desheng Sunc Xiaobo Zhoue Kehong Yuan 27 0 0 19 Jan 2022
Towards deep observation: A systematic survey on artificial intelligence techniques to monitor fetus via Ultrasound Images M. Alzubaidi Marco Agus Khalid Alyafei Khaled A. Althelaya Uzair Shah Alaa A. Abdalrazaq Mohammed Anbar Zafar Iqbal Mowafa J Househ 17 21 0 17 Jan 2022
Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays Ricardo Bigolin Lanfredi Ambuj Arora Trafton Drew Joyce D. Schroeder Tolga Tasdizen MedIm 14 9 0 22 Dec 2021
Image-Guided Navigation of a Robotic Ultrasound Probe for Autonomous Spinal Sonography Using a Shadow-aware Dual-Agent Framework Keyu Li Yangxin Xu Jian Wang Dong Ni Li Liu Max Q.-H. Meng 22 34 0 03 Nov 2021
A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images Alzayat Saleh I. Laradji Corey Lammie David Vazquez C. Flavell M. R. Azghadi 30 11 0 30 Sep 2021
EllipseNet: Anchor-Free Ellipse Detection for Automatic Cardiac Biometrics in Fetal Echocardiography Jiancong Chen Yingying Zhang Jingyi Wang Xiaoxue Zhou Yihua He Tong Zhang 26 16 0 26 Sep 2021
Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis Model Kwanseok Oh Jeeseok Yoon Heung-Il Suk FAtt 35 28 0 21 Aug 2021
Contrastive Learning for View Classification of Echocardiograms A. Chartsias Shan Gao A. Mumith Jorge Oliveira K. Bhatia Bernhard Kainz A. Beqiri 38 11 0 06 Aug 2021
FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements Szymon Płotka T. Włodarczyk Adam Klasa M. Lipa Arkadiusz Sitek Tomasz Trzciñski 33 24 0 14 Jul 2021
AutoFB: Automating Fetal Biometry Estimation from Standard Ultrasound Planes Sophia Bano B. Dromey Francisco Vasconcelos Raffaele Napolitano A. David Donald Peebles Danail Stoyanov 18 23 0 12 Jul 2021
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps Samuel Budd Matthew Sinclair Thomas Day Athanasios Vlontzos Jeremy Tan ... Reza Razavi Ben Glocker Daniel Rueckert E. C. Robinson Bernhard Kainz 15 10 0 06 Jul 2021
Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation Hadrien Reynaud Athanasios Vlontzos Benjamin Hou A. Beqiri Paul Leeson Bernhard Kainz MedIm ViT 39 53 0 02 Jul 2021
Automatic linear measurements of the fetal brain on MRI with deep neural networks Netanell Avisdris Bossmat Yehuda Ori Ben-Zvi Daphna Link-Sourani L. Ben‐Sira E. Miller Elena Zharkov D. Ben Bashat Leo Joskowicz 23 18 0 15 Jun 2021
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis Kangning Liu Yiqiu Shen Nan Wu Jakub Chledowski C. Fernandez‐Granda Krzysztof J. Geras 25 23 0 13 Jun 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 20 574 0 27 May 2021
Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound Xin Yang Yuhao Huang Ruobing Huang Haoran Dou Rui Li ... Chaoyu Chen Yuanji Zhang Haixia Wang Yi Xiong Dong Ni 33 16 0 22 May 2021
Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound Xin Yang Haoran Dou Ruobing Huang Wufeng Xue Yuhao Huang ... H. Luo Huizhi Guo Tianfu Wang Yi Xiong Dong Ni 14 20 0 26 Mar 2021
Principled Ultrasound Data Augmentation for Classification of Standard Planes L. Hin Yuan Lee Gao J. Alison 30 15 0 14 Mar 2021